Bioinformatics | Structural Biology Exploring the Conformational Ensembles of Protein-Protein Complex with Transformer-Based Generative Model. May 30, 2024
Pharmaceutical Sciences DockingGA: enhancing targeted molecule generation using transformer neural network and genetic algorithm with docking simulation. April 6, 2024
Bioinformatics | Pharmacology A bidirectional interpretable compound-protein interaction prediction framework based on cross attention. March 9, 2024
Bioinformatics | Drug Discovery | Pharmacology MOASL: Predicting drug mechanism of actions through similarity learning with transcriptomic signature. December 17, 2023
Bioinformatics | Computational Biology | Molecular Biology A Multimodal Deep Learning Framework for Predicting PPI-Modulator Interactions. December 1, 2023
Artificial Intelligence | Machine Learning Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning. September 26, 2023
Bioinformatics | Drug Discovery | Pharmaceuticals Deep generative model for drug design from protein target sequence. March 28, 2023
Bioinformatics | Microbiology Application of a deep generative model produces novel and diverse functional peptides against microbial resistance. January 9, 2023
Material Sciences Development of an innovative data-driven system to generate descriptive prediction equation of dielectric constant on small sample sets. August 26, 2022
Biochemistry | Medicinal Chemistry | Pharmacology De novo molecular design with deep molecular generative models for PPI inhibitors. July 13, 2022
Computational Biology | Infectious Diseases | Pharmacology Accurate prediction of molecular targets using a self-supervised image representation learning framework. April 12, 2022